humanizer SKILL.md skillA
humanizer from hannsxpeter/humanizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hannsxpeter/humanizer/humanizer@v1.3.1Pins v1.3.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hannsxpeter/humanizer
- Path
SKILL.md- Versions recorded
- 5
- Latest version
- v1.3.1, committed Oct 8, 2026
- First version recorded
- Aug 16, 2026
- Size
- 18,378 bytes
- Repository stars
- 16
- License
- MIT
Humanize and de-slop AI-sounding prose while preserving meaning, specific detail, and genuine human quirks. When a voice sample or style profile is available, rewrite in that writer's actual voice. Remove recurring AI tells such as inflated significance, stock vocabulary, uniform rhythm, excessive hedging, formulaic structure, and formatting artifacts. Also clean suspicious invisible Unicode and copy-paste residue conservatively, without treating them as proof of authorship. Use whenever a…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Humanizer Turn AI-flavored or generically smooth prose into writing that reads as the work of a person. When a writer's voice is available, make it read as the work of *that* person. The goal is prose a careful human reader would not flag, with its meaning and its human texture intact. The goal is not to beat any particular detector, and this skill names and targets none. The workflow also includes conservative text hygiene. It can remove suspicious invisible Unicode and normalize copy-paste spacing in the prose it rewrites, while preserving characters that carry real linguistic or display meaning. This is not file-provenance or media-watermark tooling. ## When to use this Use it when someone pastes a draft and says it sounds like AI, asks to humanize or de-slop text, wants their own draft to sound like them, names an author to match, or says the writing "feels off," "sounds corporate," "reads like a robot," or "is too generic." Use it even when they do not say the word "humanize." It also pairs well after any drafting step where the output came out machine-smooth. By default the rewrite stays measured and …
Read the whole file at its exact version.
How to install
mdr add hannsxpeter/humanizer/humanizer@sha256:be41d90e1d9e0988The line at the top of this page pins the label v1.3.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ilr25gdkwivpa5if)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 16, 2026 and Oct 8, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.3.1 latest | 2026-10-08 | 01bf363 | 18,378 B | A | view · diff |
| v1.3.0 | 2026-10-08 | aaa01c5 | 18,378 B | A | view · diff |
| v1.3.0 | 2026-10-08 | d7abd47 | 18,372 B | A | view · diff |
| v1.2.1 | 2026-10-08 | 4b7f74d | 18,363 B | A | view · diff |
| v1.2.1 | 2026-08-16 | c35d49f | 17,756 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18378 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hannsxpeter/humanizer · 16 stars · license MIT · pushed 2026-10-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ilr25gdkwivpa5if GET https://markdownregistry.com/api/v1/resolve?ref=hannsxpeter/humanizer/humanizer GET https://markdownregistry.com/api/v1/blob/be41d90e1d9e09886534930f278da8016814e0b4ee8f4187a545235ae80fe099
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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